List of Online Courses and Certifications

Software programs called database management systems have been used to collect, access, and access information. People can create, retrieve, modify, and erase data in databases using a DBMS, which acts as an interface between them and the databases. Data can be changed or downloaded by users and other applications because of DBMS, which controls the database, the database engine, and the database design. Database Management System (DBMS) & SQL: Complete Pack-2022 online certification is developed by Atchyut Kumar - Professional GATE CS & IT Faculty and is offered by Udemy.

Database Management System (DBMS) & SQL: Complete Pack-2022 online course is designed for participants who are interested in learning about the methodologies utilized in data security, concurrency, data integrity, and standard database administration practices. With Database Management System (DBMS) & SQL: Complete Pack-2022 online classes, participants will be provided with 16 hours of prerecorded resources that discuss topics like database design, relational database design, database management, normalization, database indexing, concurrency control and teaches them to organize, maintain and retrieve efficiently and effectively any information from a DBMS.

The technique of merging data from multiple sources into a unified, cohesive perspective is known as data integration. Filtering, ETL modeling, and transformation are a few of the phases that make up the integration, which starts with the ingestion process. Analytics technologies can finally create useful, actionable business knowledge thanks to data integration. John Berry Technology & Supply Chain Executive developed the Data Integration Fundamentals online certification, which is delivered by Udemy.

Data Integration Fundamentals online training seeks to help participants be more effective in their existing employment by assisting them in developing the skills required to take part in data integration projects. Data Integration Fundamentals online course contains 3 hours of video-based sessions accompanied by 27 downloadable resources which explain the concepts and techniques involved with data warehousing, database integration, data lakes, application integration, and B2B integration. By the end of the course, participants will have mastered the knowledge of how data integration may be utilized to enhance business outcomes

The technology that is being used to administer databases and this software is called a database management system. A database management system (DBMS) offers an interface to carry out several functions, including database design, data storage, data upgrading, table manufacturing, and database security and protection. Vignesh Sekar, a software engineer, and computer science instructor, designed the Database Management System from Scratch - Part 2 certification course, which is made available by Udemy.

Database Management System from scratch - Part 2 online classes are intended for individuals who are searching for a thorough learning program to enable them to get an understanding of the methods and strategies for managing databases utilizing database management systems. Database Management System from scratch - Part 2 online training includes 9 hours of video-based resources along with articles that cover topics like database normalization, database decomposition, relational algebra, JOIN operations and much more to clear the exams like GATE, ISRO, and PGEE.

The Complete SQL and Databases Bootcamp: Zero to Mastery [2022] certification course is created by Andrei Neagoie, the founder of zerotomastery.io, Mo Binni, a solution architect and instructor, and Zero To Mastery, a learning platform with courses for in-demand skills, and is offered through Udemy, which is intended for learners who want to study modern SQL and database principles to become web developers, ML engineers, or business analysts.

Complete SQL and Databases Bootcamp: Zero to Mastery [2022] online classes begin from the very beginning by teaching the learners SQL and database fundamentals and then progressing into advanced topics to help them make decisions and deal with any data in their organization. Complete SQL and Databases Bootcamp: Zero to Mastery [2022] syllabus aims to provide learners with a practical understanding to guide them about the techniques used to deal with databases and SQL, scale databases, manage them, and even additional material on handling big data, utilizing Redis for caching and connecting PostgreSQL to a Node.js server.

BigQuery, a petabyte-scale, a moderate enterprise data warehouse for analytics from Google, enables users to process our big datasets dynamically. PostgreSQL is one of the most powerful, open-source relational database systems that has earned its reputation because of its dependability, feature strength, and efficiency Google BigQuery & PostgreSQL: Big Query for Data Analysis online certification is created by Start-Tech Academy, an educational platform serving in more than countries, which is offered by Udemy.

Google BigQuery & PostgreSQL: Big Query for Data Analysis online course is intended for candidates who want to have a thorough understanding of all the theories and techniques in SQL and Google BigQuery that are beneficial for doing data analysis in organizations. Candidates will receive more than 11.5 hours of prerecorded lectures with the Google BigQuery & PostgreSQL: Big Query for Data Analysis online classes, in addition to 7 articles and 5 downloadable resources that cover topics like data analysis, data visualization, SQL commands, subqueries, string functions, mathematical functions, and more.

MySQL is a free and open-source relational database management system.  This indicates all of this for WordPress websites, it aids the operator in storing all of their blog articles, subscribers, application statistics, etc. It is relational because it saves that data in a separate table and links it with variables. The Vertex Academy Team of Developers & Bootcamp Instructors created The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online certification, which is provided by Udemy.

The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online training offers 9 hours of prerecorded lectures that are jam-packed with tonnes of articles, downloadable materials, and exercises to help applicants advance quickly. The Complete MySQL Bootcamp: From SQL Beginner to Expert-2022 online course aims to help the applicants acquire the expertise to be able to work with database management systems like MySQL which could also be applied to virtually any other database management system.

Apache CouchDB is a free and open-source Erlang-based memorandum database management system that is used to contain, transmit, and analyze its data, CouchDB makes CouchDB employs a variety of combinations and rules to manage. The programming language being used MapReduce is JavaScript, and the API is HTTP API, where data is stored in JSON format. Learn CouchDB- A Beginner to Advanced Guide certification course is designed by Techno Crats - an educational platform, which is made available through Udemy for the learners who want to obtain the knowledge of the foundational and advanced concepts associated with CouchDB to make a career in big data and NoSQL databases.

Learn CouchDB- A Beginner to Advanced Guide online training is a self-paced program with 4 hours of digital lessons that aim to provide learners with a thorough understanding of the fundamental and sophisticated methodologies of CouchDB. Learners will learn about all CouchDB-related topics in the Learn CouchDB- A Beginner to Advanced Guide online course, including CouchDB fauxton, HTTP API, CouchDB, MongoDB, creating documents, creating databases, updating documents, mango query, Postman API, and CouchDB connectivity using JAVA, Python, and PHP.

For business analysts, data scientists, and anybody else who works with data, SQL is among the most demanded talents. SQL is one of the most sought IT skills today, and learning it is one of the simplest ways to increase one's professional opportunities. The Data Warehousing and SQL End to End certification course has been created by Rahul Tiwari, a Professional Data Scientist, Consultant, and Trainer, and is available through Udemy which is aimed at candidates who want to learn the fundamentals of data warehousing and SQL to become successful SQL specialists.

Data Warehousing and SQL End to End online course aim to teach students how to read and write complicated queries to a database employing Oracle SQL, which can also be applied to other major SQL databases including Amazon Redshift, MySQL, Microsoft SQL Server, PostgreSQL, and others. By the end of the Data Warehousing and SQL End to End online classes, candidates will have obtained the ability to use SQL to query a database and use SQL to analyze data.

The Training for Snowflake course is meticulously designed to help the participants master data warehousing on the cloud. The participants will learn to load and transform data in Snowflake, scale virtual warehouses for performance and concurrency, share data, and work with semi-structured data. This Training for Snowflake course also covers query constructs, DDL and DML operations, managing and monitoring Snowflake accounts and Snowflake’s continuous data protection methods. The participants will benefit from real-time interactions with industry experts, hands-on projects and lifetime access to course materials. 

Disclaimer: We are not affiliated or endorsed by Snowflake, Inc.

AWS Data Warehousing Training Course is designed to enable the learners to possess a detailed understanding of the AWS (Amazon Web Services) Data Warehousing-related concepts. The course will guide the students on how to utilize the tools of business intelligence to do data analysis. AWS Data Warehousing Training online course will also provide insights into using AWS services like Amazon DynamoDB, Amazon EMR, etc to gather, store and organize data for data warehouses. 

AWS Data Warehousing Training certification, the training by Mindmajix Technologies, will ensure that the candidates get exposure to theory and practice through industry use cases and projects. The students will also explore the concepts of data collection from various sources, the fundamentals of data warehousing, and more. 

The fields of big data, data science, and artificial intelligence are all interconnected in terms of research and technological advancement. Big data technology makes use of AI concepts and methods, and AI depends on abundant data sources and related big data technologies to advance and develop decision-making attributes. Intro to Big Data, Data Science, and Artificial Intelligence online certification is designed by Julia Mariasova- Management Consultant & Media Producer, which is made available through Udemy.

Intro to Big Data, Data Science, and Artificial Intelligence online training is a self-paced program that comprises 10 articles, 10 downloadable resources, and assignments that are intended for candidates who are interested in big data, machine learning, and artificial intelligence to advance in their professional careers. With Intro to Big Data, Data Science, and Artificial Intelligence online classes, candidates will also be taught about the functionalities of big data and data science in the fields like healthcare, manufacturing, logistics, transportation, real estate, and property management.

The AWS Data Analytics Certification Training Course covers topics like Kinesis streams, AWS big data storage, processing, analysis, s3, DynamoDB, and security services. The AWS Big Data Certification course includes essential AWS methodologies and techniques, enabling students to get industry-ready and land a coveted job of their choice.

The course also offers a lot of hands-on experience, with many practice and industry-based projects for the students to dabble in. The projects also help candidates get a clear picture of what’s expected in the industry. Moreover, AWS Data Analytics Certification Training Course by Simplilearn will also enable candidates to prepare for the AWS Certified Data Analytics - Specialty exam.

Moreover, AWS Data Analytics Certification Training Course by Simplilearn also aims to provide the candidates with exhaustive knowledge about various elements of cloud computing and its deployment tactics via eLearning content, practice simulation tests, and industry-based projects. Candidates also receive 24x7 learner assistance for any queries. Upon course completion, successful candidates will receive a course completion certificate.

Big Data on AWS Training Course familiarizes the learners with developing and managing big data solutions on the platform of AWS (Amazon Web Services) and prepares them with the skills and knowledge to become certified AWS Big Data developers. In this online training by Mindmajix Technologies, the students will study a wide range of topics related to big data on AWS such as cluster management, application of big data in real-time situations, structured and unstructured data, and the like. 

Big Data on AWS Training online course demands having knowledge and understanding of the following topics as the prerequisites to be eligible for enrolling in the course, namely, basics of big data,  Apache Hadoop, SQL/NoSQL querying, HDFS, MapReduce, database design, relational database systems, data warehousing along with the working knowledge of key functionalities of AWS. After the Big Data on AWS Training certification, plenty of professional and career opportunities are available for the candidates; AWS Big Data specialist, Big Data AWS Architect, AWS - Spark Scala Developer, AWS & Big Data Designer, Big Data developer, to name a few. 

Linear algebra is an area of application concerned with a system of equations and associated with vector space expressions via matrices. In other terms, one of the most important areas in mathematics is linear algebra, which is the analysis of linear functions and vectors. College Level Advanced Linear Algebra! Theory & Programming online certification is designed by Ahmed Fathy - MSc, Deep Learning Scientist & Instructor, and is delivered by Udemy.

College Level Advanced Linear Algebra! Theory & Programming online course is intended for applicants who want to utilize calculus, linear algebra, and matrices for data science, machine learning, deep learning, computer graphics, and game development. College Level Advanced Linear Algebra! Theory & Programming online classes include 35 hours of digital lectures, 15 papers, and two downloadable resources on topics such as linear regression, principal component analysis, singular value decomposition, Taylor expansion, Hessian matrix, projection matrix, inverses, and pseudo inverses.

Eigenvalues are a unique set of scalar values connected to a system of linear equations that are most likely seen in matrix equations. The characteristic components are another name for the eigenvectors. After applying linear transformations, it is a non-zero vector that can only be altered by its scalar factor. Eigenvectors and Eigenvalues online certification was developed by Ortal Arel, a certified instructor, and is made available through Udacity.

Eigenvectors and Eigenvalues online course highlights the essential technical abilities that employers seek in their employees and is geared at individuals who want to learn how technology is changing industries. Eigenvectors and Eigenvalues online training covers topics like linear transformation, characteristic equations, matrices, and principal component analysis in addition to teaching people how to compute the eigenvalue and eigenvector and explaining how they are useful and interesting when used in machine learning applications.

Mathematical Foundations of Machine Learning Course will expose the learners to the mathematics and mathematical theorems used in machine learning. The curriculum of the online course developed jointly by Dr. Jon Krohn, Ligency I Team, and Ligency Team will equip the students with a solid understanding of mathematics needed for machine learning and data science such as linear algebra and calculus, critical mathematical subjects, and many more. Mathematical Foundations of Machine Learning Online Course recommends the learner to have acquaintance with secondary school-level mathematics to take full advantage of the programme. 

Mathematical Foundations of Machine Learning Certification, offered by Udemy, will explore Data structures, Tensor operations, Eigenvectors, Eigenvalues, and the like. The students will be awarded a certificate of completion and lifetime and unlimited access to learning materials with a one-time fee only.

Learn basic high school Maths the easy way certification course is created by Chanda Academy - an education provider, which is made available through Udemy which is intended for learners who want to brush up on their understanding of the fundamentals of various mathematical topics or students who want to prepare for their mathematics examination by acquiring knowledge and expertise in high school mathematics.

Learn basic high school Maths the easy way online classes by Udemy offer 59 hours of extensive lectures supported by 89 downloadable resources, with the objective of providing learners with a solid understanding of the fundamentals and enabling them to advance much more quickly when it comes to the more difficult subjects. Learn basic high school Maths the easy way online training revolves around topics like algebra, trigonometry, probability, statistics, linear equations, integers, ratios, indices, percentages, decimals, fractions, and circles as well as discusses the strategies to acquire the ability to tackle the much feared worded problems and other complex problems easily.

Mental math is a set of abilities that permits individuals to perform calculations in their heads without the use of a pencil and paper or a calculator. Mental math is beneficial in both the classroom and daily life. Mental math can assist individuals to comprehend mathematical concepts better and find answers faster. Rajinder Goswami - Teaching & Researching Mathematics professional created the Faster than Calculator, Speed Math Techniques & Mental Math certification course, which is available on Udemy.

Faster than Calculator, Speed Math Techniques & Mental Math online course provides more than 4.5 hours of digital learning resources which are designed for the learners who to master mathematics shortcuts and mental math to improve their quantitative skills in preparation for exams such as Bank PO, Bank Clerk, IAS, IPS, PCS, RRB, and many others. With Faster than Calculator, Speed Math Techniques & Mental Math online classes, learners will acquire the knowledge of the fundamentals concepts associated with mathematics to be able to perform fast calculations as well as will be taught about various mathematical concepts like squares, cubes, fractions, decimals, percentages, averages, HCF, LCM, and more.

Master statistics & machine learning: intuition, math, code certification course is created by Mike X Cohen - Neuroscientist, Writer & Instructor, and is made available through Udemy which is developed for students who want to learn the core principles of machine learning and statistics. Master statistics & machine learning: intuition, math, code online course by Udemy focuses on explaining how to utilize tools such as Python, Octave, and MATLAB for machine learning and mathematical operations, including statistics.

Master statistics & machine learning: intuition, math, and code online classes aim to teach the concepts of statistics and machine learning which act as the foundational principles of A.I. and business intelligence. This course involves more than 38.5 hours of prerecorded lectures, as well as four downloadable resources and three articles on topics like correlation, regression, clustering, classification, ANOVA, black box statistics, descriptive statistics, predictive analysis, signal detection theory, probability theory, data cleaning, data visualization, and data normalization.

The Certificate Course on Artificial Intelligence and Deep Learning program is organized and offered by the Indian Institute of Technology in Roorkee on the Cloudxlab online education and innovation platform.

The courses study is about the principles and techniques involved in deep learning which is the basis for many recent innovations. In this course, the participants will gain a thorough knowledge of deep learning and machine learning with the best curriculum. The course educators include the faculties from IIT Roorkee Raksha Sharma(CSE dept) and Gaurav Dixit(DoMS dept) and the founder Sandeep Giri and Cofounders of Cloudxlab Abhinav Singh and Praveen Pavithran. 

The programming languages and tools that are used during the course study are TensorFlow, Keras, Learn, Numpy, Pandas, and Python.

Introduction to Artificial Intelligence certification by IIT Kanpur in collaboration with the MeitY offers basic techniques for building intelligent computer systems and application of artificial intelligence to solve the problems. Candidates will be given a chance to learn about formal logic, syntax, semantics, entailment and models, and much more. 

Introduction to Artificial Intelligence training is a complete package that provides high-quality video lectures and hands-on assignments that have a practical purpose. Students also become a part of group projects and partake in a final assessment examination that will ease the participants' learning process and help evaluate their progress. Various applications of Artificial Intelligence in robotics, vision, Natural Language Processing, etc., are covered in the curriculum.

Individuals participating in the Introduction to Artificial Intelligence certification course by IIT Kanpur stand to gain a lot from the programme. With bright career prospects in the field of artificial intelligence to look forward to, they also get 24*7 access to all the study material for a period of three months. The course also offers a hard copy to those candidates who complete all the assignments, pass the final exam and complete the course successfully.

Artificial Intelligence: Reinforcement Learning in Python online certification is developed by Lazy Programmer, Artificial Intelligence and Machine Learning Engineer, Lazy Programmer Team and offered by  Udemy Inc., a US-based online learning platform to help individuals boost their careers.

Artificial Intelligence: Reinforcement Learning in Python syllabus involves topics such as Markov decision processes, dynamic programming, Monte Carlo simulations, temporal difference (TD) learning (Q-Learning and SARSA), using Q-learning to create a stock trading bot, approximation method, using openAI gym, multi-brand bandit issues, explore-exploit dilemma, etc.

Artificial Intelligence: Reinforcement Learning in Python certification course is designed for the professionals working as data scientists, python programmers who have knowledge of the following topics: calculus (taking derivatives), matrix arithmetic, probability, python coding, NumPy coding, linear regression, and logistic regression as they are prerequisites for this course. Candidates who wish to enrol in the course must purchase a lifetime subscription and they can also avail the discounts available at the time of checkout.

AI-900: Microsoft Azure Artificial Intelligence Fundamentals certification course is designed by Cloud Ops - Cloud Engineer and is available through Udemy which is intended to provide learners with the fundamental knowledge and skills needed to pass the AI 900 certification exam and become certified artificial intelligence engineers. AI-900: Microsoft Azure Artificial Intelligence Fundamentals online course by Udemy is created for learners who want to commence their professional journey with artificial intelligence using their knowledge of Microsoft Azure and cloud computing.

AI-900: Microsoft Azure Artificial Intelligence Fundamentals online classes contain 4 hours of hands-on comprehensive video-based learning content. Learners will be taught about artificial intelligence workloads, machine learning principles using Azure, computer vision, and conversational AI workloads during this program. Learners who want to participate in the course must enroll by purchasing a lifetime membership to the course to access the course content.

The AI for Managers & Business: Complete Guide to Applied AI online certification was developed by Pallav Modi - Founder Aimadesimple, AI Innovator, Innovation Consultant, and Trainer - and is offered by Udemy which is designed for participants who want to explore the domains in which artificial intelligence is being used and develop an understanding of how the logic of it functions. AI for Managers & Business: Complete Guide to Applied AI online course aims to provide a detailed understanding of the application of artificial intelligence in a business context, allowing professionals and organizations to leverage the power of machine learning and deep learning to improve their productivity and work efficiency.

AI for Managers & Business: Complete Guide to Applied AI online classes focus on teaching students how to build machine learning models from the ground up, using non-programming tools built in collaboration by Microsoft Azure and Google Cloud Platform, among other things. This course covers subjects such as computer vision, natural language processing, reinforcement learning, big data, and AI methods. The course also teaches participants how to construct 5 real-world applications or models that leverage the strengths of artificial intelligence to assist them to obtain a practical understanding of the deep learning and machine learning functionalities.

With the need for accessing personal data increasing, it is essential for you to excel in protecting user privacy. While there are umpteen privacy use cases unsolved, in recent years, privacy-preserving technologies have developed. The Secure and Private AI certification course introduces you to three groundbreaking privacy-preserving technologies, including differential privacy, federated learning, and encrypted computation.

You will also master the usage of OpenMined's PySyft and deep learning tools such as PyTorch. These offer distributed and cryptographic technologies for safely training Artificial Intelligence (AI) based models on distributed private data. You can also participate in Facebook’s Secure and Private AI Scholarship Challenge. It will help you enrol in the Secure and Private AI training and win the Deep Learning or Computer Vision Nanodegree programme scholarship.

Secure and Private AI programme from Facebook is an advanced-level free course. It runs for nearly two months and provides rich learning content, interactive quizzes, a self-paced learning approach, and industry professionals’ mentorship. Besides, you will learn by doing exercises.  

The stock market is renowned for its turbulence, dynamic, and nonlinear nature. Due to a variety of factors, including politics, the state of the global economy, unforeseen occurrences, a company's financial performance, and others, accurately predicting stock prices is very difficult. The Mammoth Interactive - Instructor & John Bura Web, App & Game Developer-designed the Detect Fraud and Predict the Stock Market with TensorFlow certification course, which is offered by Udemy.

Detect Fraud and Predict the Stock Market with TensorFlow online classes are intended for individuals who want to become experts in the artificial intelligence methodologies used to highlight stock market fraud. Individuals will learn about Tensorflow, linear regression, and Python in the Detect Fraud and Predict the Stock Market with TensorFlow online course, as well as about the techniques and resources needed to create stock market prediction applications.

TensorFlow Developer Certificate in 2022: Zero to Mastery online training was developed by Daniel Bourke, a machine learning engineer, writer, and video producer, and Andrei Neagoie, the founder of zerotomastery.io. Zero To Mastery is an educational platform that teaches in-demand skills and is made available through Udemy for students who want to acquire the skills to solve machine learning and deep learning problems using Tensorflow to obtain the TensorFlow developer certificate.

TensorFlow Developer Certificate in 2022: Zero to Mastery online training incorporates 63 hours of extensive lectures accompanied by 5 downloadable resources, 42 articles, and coding exercises which is intended to provide learners the opportunity to demonstrate their machine learning knowledge and experience in a global employment market that is becoming more and more AI-driven. TensorFlow Developer Certificate in 2022: Zero to Mastery online classes take learners from beginners with TensorFlow for producing excellent deep neural networks by explaining the concepts involved with deep learning, convolutional neural networks, computer vision, and natural language processing.

Google created the open-source TensorFlow library, which is primarily used for applications involving deep learning. Additionally, it claims to support conventional machine learning. Complete Guide to TensorFlow for Deep Learning with Python online certification is developed by Jose Portilla - Head of Data Science at Pierian Training which is delivered by Udemy for candidates who want to master the concepts and strategies associated with TensorFlow for deep learning activities.

Complete Guide to TensorFlow for Deep Learning with Python online course provides 14 hours of thorough lectures along with 5 downloadable learning resources and 7 articles which aim to teach the candidates about the techniques necessary to create artificial neural networks for deep learning operations. The Complete Guide to TensorFlow for Deep Learning with Python online training explains the theories behind image classification, CNN, GNN, and RNN, as well as acts as a comprehensive manual for using the TensorFlow framework following its intended purposes while demonstrating to candidates the most recent deep learning methods.

TensorFlow is an open-source framework for a variety of different machine learning problems, whereas Keras is a neural network framework. Both high-level and low-level APIs are offered by TensorFlow, whereas Keras only offers high-level APIs. Complete Tensorflow 2 and Keras Deep Learning Bootcamp certification course is designed by Jose Portilla - Head of Data Science at Pierian Training which is presented by Udemy for applicants interested in learning about TensorFlow 2 for deep learning and artificial intelligence.

Complete Tensorflow 2 and Keras Deep Learning Bootcamp online classes contain 19 hours of extensive lectures supported by 3 downloadable resources and 2 articles which guide applicants to build artificial neural networks using the TensorFlow 2 framework for deep learning operations. With Complete Tensorflow 2 and Keras Deep Learning Bootcamp online training, applicants will be taught about machine learning, natural language processing, and time series analysis as well as strategies for utilizing the Keras API to build Tensorflow 2 models more quickly.

Tensorflow is the world's most widely used deep learning framework, and it was created by Google. Tensorflow is the machine learning and artificial intelligence library of preference for many businesses. Deep Learning with TensorFlow 2.0 online certification is created by 365 Careers, an Udemy-affiliated educational platform that creates opportunities for finance and data science students.

Deep Learning with TensorFlow 2.0  online classes offers 6 hours of prerecorded lessons supported by 18 articles and 20 downloadable resources which are targeted at the students interested in mastering the strategies to code and build deep learning algorithms and machine learning algorithms from scratch to become certified data scientists. Deep Learning with TensorFlow 2.0 online training revolves around topics like neural networks, standardization, machine learning, initialization, normalization, pre-processing, training, validation, overfitting, underfitting, and more.